awesome.yaml

repositories:
  - name: FastAPI
    repo: https://github.com/tiangolo/fastapi
    description: FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
    category: Web

  - name: Esmerald
    repo: https://github.com/dymmond/esmerald
    description: Full suite python web framework with results and design in mind based on Python type hints and pydantic.
    category: Web

  - name: Django Ninja
    repo: https://github.com/vitalik/django-ninja
    description: Django + Pydantic = Fast, Async-ready, OpenAPI, type hints based framework for building APIs.
    category: Web

  - name: spaCy
    repo: https://github.com/explosion/spaCy
    description: spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.
    category: Machine Learning

  - name: ray
    repo: https://github.com/ray-project/ray
    description: Ray provides a simple, universal API for building distributed applications.
    category: Machine Learning

  - name: jina
    repo: https://github.com/jina-ai/jina
    description: Jina is geared towards building search systems for any kind of data, including text, images, audio, video and many more. With the modular design & multi-layer abstraction, you can leverage the efficient patterns to build the system by parts, or chaining them into a Flow for an end-to-end experience.
    category: Machine Learning

  - name: FastMRI
    repo: https://github.com/facebookresearch/fastMRI
    description: fastMRI is a collaborative research project from Facebook AI Research (FAIR) and NYU Langone Health to investigate the use of AI to make MRI scans faster.
    category: Machine Learning

  - name: ODMantic
    repo: https://github.com/art049/odmantic
    description: Asynchronous ODM(Object Document Mapper) for MongoDB based on standard python type hints. It's built on top of pydantic for model definition and validation.
    category: Object Mapping

  - name: Strawberry GraphQL
    repo: https://github.com/strawberry-graphql/strawberry
    description: Python GraphQL library based on dataclasses.
    category: Utilities

  - name: Transformers
    repo: https://github.com/huggingface/transformers
    description: State-of-the-art Natural Language Processing for PyTorch and TensorFlow 2.0.
    category: Machine Learning

  - name: Flask Pydantic
    repo: https://github.com/bauerji/flask_pydantic
    description: Flask extension for integration of the awesome pydantic package with Flask.
    category: Web

  - name: SpecTree
    repo: https://github.com/0b01001001/spectree
    description: API spec validator and OpenAPI document generator for Python web frameworks (Flask, Falcon, Starlette).
    category: Web

  - name: Edgy
    repo: https://github.com/tarsil/edgy
    description: Edgy is a modern, full suite complete ORM fully built on the top of Pydantic v2. All you need in a ORM in one place. From migrations, to automatic validations.
    category: Object Mapping

  - name: Ormar
    repo: https://github.com/collerek/ormar
    description: Ormar is an async ORM that was written with FastAPI in mind and uses pydantic validation. It bridges FastAPI with pydantic, as ormar models can be used directly in FastAPI requests and responses so you are left with only one set of models to maintain. Alembic migrations included.
    category: Object Mapping

  - name: HttpRunner
    repo: https://github.com/httprunner/httprunner
    description: HttpRunner is a simple & elegant, yet powerful HTTP(S) testing framework.
    category: Utilities

  - name: Opyrator
    repo: https://github.com/ml-tooling/opyrator
    description: Turns your machine learning code into microservices with web API, interactive GUI, and more.
    category: Machine Learning

  - name: datamodel-code-generator
    repo: https://github.com/koxudaxi/datamodel-code-generator
    description: Pydantic model generator for easy conversion of JSON, OpenAPI, JSON Schema, GraphQL Schema, and YAML data sources.
    category: Utilities

  - name: easyconfig
    repo: https://github.com/spacemanspiff2007/easyconfig
    description: Easy application configuration with yaml files and pydantic models. Allows automatic creation of default configuration files with value descriptions as comments. Additionally has environment variable expansion and support for docker secrets. Can also has support for reloading values on the fly e.g. in combination with a file watcher. Works with normal pydantic models and pydantic settings.
    category: Utilities

  - name: Pydantic PyCharm Plugin
    repo: https://github.com/koxudaxi/pydantic-pycharm-plugin
    description: A JetBrains PyCharm plugin for pydantic.
    category: Utilities

  - name: Djantic
    repo: https://github.com/jordaneremieff/djantic
    description: Pydantic model support for Django.
    category: Object Mapping

  - name: Beanie
    repo: https://github.com/roman-right/beanie
    description: Beanie - is an Asynchronous Python object-document mapper (ODM) for MongoDB, based on Motor and Pydantic.
    category: Object Mapping

  - name: Goodconf
    repo: https://github.com/lincolnloop/goodconf
    description: A thin wrapper over Pydantic's settings management. Allows you to define configuration variables and load them from environment or JSON/YAML file. Also generates initial configuration files and documentation for your defined configuration.
    category: Utilities

  - name: erdantic
    repo: https://github.com/drivendataorg/erdantic
    description: Entity relationship diagrams for Python data model classes like Pydantic.
    category: Utilities

  - name: autodoc_pydantic
    repo: https://github.com/mansenfranzen/autodoc_pydantic
    description: Seamlessly integrate pydantic models in your Sphinx documentation.
    category: Utilities

  - name: jsf
    repo: https://github.com/ghandic/jsf
    description: Creates fake JSON files from a JSON schema.
    category: Utilities

  - name: Quart-Schema
    repo: https://github.com/pgjones/quart-schema
    description: Quart-Schema is a Quart extension that provides schema validation and auto-generated API documentation.
    category: Web

  - name: pydantic-i18n
    repo: https://github.com/boardpack/pydantic-i18n
    description: An extension to support an i18n for the pydantic error messages.
    category: Utilities

  - name: pydantic-aioredis
    repo: https://github.com/andrewthetechie/pydantic-aioredis
    description: A simple Declarative ORM for Redis using Pydantic Models and aioredis
    category: Object Mapping

  - name: ZenML
    repo: https://github.com/zenml-io/zenml
    description: MLOps framework to create reproducible ML pipelines for production machine learning.
    category: Machine Learning

  - name: Pydantic-Factories
    repo: https://github.com/Goldziher/pydantic-factories
    description: Pydantic based factories to generate testing data.
    category: Utilities

  - name: Mongox
    repo: https://github.com/aminalaee/mongox
    description: Familiar async MongoDB ODM based on Pydantic and Motor.
    category: Object Mapping

  - name: Piccolo
    repo: https://github.com/piccolo-orm/piccolo
    description: An async query builder and ORM, which can auto generate Pydantic models from database tables.
    category: Object Mapping

  - name: Piccolo Admin
    repo: https://github.com/piccolo-orm/piccolo_admin
    description: An admin interface powered by Pydantic. Automatically generate forms using Pydantic models.
    category: Web

  - name: Litestar (before Starlite)
    repo: https://github.com/litestar-org/litestar
    description: Flexible ASGI API framework built on top of Starlette and pydantic.
    category: Web

  - name: Robusta
    repo: https://github.com/robusta-dev/robusta
    description: Open source Kubernetes troubleshooting and automation platform.
    category: Utilities

  - name: Redis-OM-Python
    repo: https://github.com/redis/redis-om-python
    description: Redis OM Python makes it easy to model Redis data in your Python applications.
    category: Object Mapping

  - name: django-pydantic-field
    repo: https://github.com/surenkov/django-pydantic-field
    description: Django JSONField with Pydantic models as a Schema. DRF supported.
    category: Object Mapping

  - name: pydantic-sqs
    repo: https://github.com/andrewthetechie/pydantic-sqs
    description: Send and receive pydantic models via AWS SQS
    category: Object Mapping

  - name: pydantic-enhanced-serializer
    repo: https://github.com/adamsussman/pydantic-enhanced-serializer
    description: Better pydantic object output for apis including selectable fields and smart object expansions.
    category: Web

  - name: turms
    repo: https://github.com/jhnnsrs/turms
    description: GraphQL code generator that generates pydantic models from GraphQL documents
    category: Web

  - name: SQLModel
    repo: https://github.com/tiangolo/sqlmodel
    description: SQLModel is a library for interacting with SQL databases from Python code, with Python objects.
    category: Object Mapping

  - name: Propan
    repo: https://github.com/Lancetnik/Propan
    description: Propan is a powerful and easy-to-use Python framework for building event-driven applications that interact with any MQ Broker.
    category: Web

  - name: FastDepends
    repo: https://github.com/Lancetnik/FastDepends
    description: FastDepends - FastAPI Dependency Injection system extracted from FastAPI and cleared of all HTTP logic.
    category: Object Mapping

  - name: pydantic-xml
    repo: https://github.com/dapper91/pydantic-xml
    description: Pydantic xml extension
    category: Utilities

  - name: FastStream
    repo: https://github.com/airtai/faststream
    description: FastStream simplifies the process of writing producers and consumers for message queues, handling all the parsing, networking and documentation generation automatically.
    category: Web

  - name: graphql-query
    repo: https://github.com/denisart/graphql-query
    description: The package to build GraphQL queries from pydantic classes
    category: Web

  - name: DocArray
    repo: https://github.com/docarray/docarray
    description: Represent, send, store and search multimodal data based on Pydantic. Compatible with Multiple Vector Databases
    category: Machine Learning

  - name: BlackSheep
    repo: https://github.com/Neoteroi/BlackSheep
    description: BlackSheep is an asynchronous web framework to build event based web applications with Python. It is inspired by Flask, ASP.NET Core, and the work by Yury Selivanov.
    category: Web

  - repo: https://github.com/jxnl/instructor
    category: Machine Learning
    name: Instructor
    description: Controlling OpenAI Function Calling via Pydantic Models

  - repo: https://github.com/opencubes-ai/laktory
    category: Data Engineering
    name: Laktory
    description: A DataOps framework for building Databricks lakehouse.

  - repo: https://github.com/okube-ai/settus
    category: Utilities
    name: Settus
    description: Settings management using Pydantic Settings and extended to secrets from Azure Keyvault, Databricks secrets, AWS Secrets Manager and GCP Secrets Manager

  - repo: https://github.com/SupImDos/pydantic-argparse
    category: Command-Line Interface
    name: Pydantic Argparse
    description: Pydantic Argparse provides declarative typed argument parsing using Pydantic models. (Compatibility with Pydantic V2 still pending)

  - repo: https://github.com/sander76/clipstick
    category: Command-Line Interface
    name: Clipstick
    description: Clipstick creates your cli using Pydantic models. Define a Pydantic model as you would normally do, pass it to `clipstick` and you get a cli including subcommands, nice docstrings and validations based on `typing` and `pydantic` validators.

  - repo: https://github.com/brentyi/tyro
    category: Command-Line Interface
    name: Tyro
    description: Tyro is a tool for generating command-line interfaces and configuration objects in Python. Generates CLI interfaces, populates helptext automatically from defaults, annotations and docstrings, understand nesting of `dataclasses`, `pydantic`, and `attrs` structures, and it supports subcommands and fine-grained configuration via runtime annotations.

  - repo: https://github.com/allmonday/pydantic-resolve
    category: Utilities
    name: Pydantic-resolve
    description: A small yet powerful tool to extend your pydantic schema, and resolve all descendants automatically.

  - repo: https://github.com/experimental-design/bofire
    category: Machine Learning
    name: BoFire
    description: Bayesian Optimization Framework Intended for Real Experiments.

  - repo: https://github.com/caniko/pydantic-numpy
    category: Object Mapping
    name: pydantic-numpy
    description: NumPy typing for Pydantic; `NumpyModel` Pydantic model for numpy arrays for saving and loading numpy files

  - repo: https://github.com/radeklat/settings-doc
    category: Utilities
    name: Settings Doc
    description: A command line tool for generating Markdown documentation and .env files from pydantic_settings.BaseSettings.

  - repo: https://github.com/Viicos/flake8-pydantic
    category: Utilities
    name: Flake8 Pydantic
    description: A Flake8 plugin to check Pydantic related code.

  - repo: https://github.com/Mirascope/mirascope
    category: Machine Learning
    name: Mirascope
    description: Pythonic prompt engineering for developers built on Pydantic

  - repo: https://github.com/jpsca/fodantic
    category: Utilities
    name: fodantic
    description: Pydantic-based HTTP forms

  - repo: https://github.com//ManiMozaffar/aioclock
    category: Utilities
    name: AioClock
    description: Scheduler framework asyncio-based designed for execution of periodic task with dependency injection

  - repo: https://github.com//ManiMozaffar/richapi
    category: Web
    name: RichAPI
    description: Find HTTPExceptions and turn them into documented responses!